Paper Key : IRJ************255
Author: Praphullakumar Vilasrao Lokhande,Prof. P.r Gadekar
Date Published: 14 Nov 2024
Abstract
An intelligent system is being developed for the real-time recognition and assessment of yoga poses, utilizing advanced deep learning algorithms. This system will integrate pose detection with a scoring mechanism to offer valuable feedback on alignment and posture accuracy, enhancing the effectiveness of yoga practice. By employing a hybrid machine learning approach that combines linear regression for feature extraction and real-time video processing, the system will provide robust and adaptable pose recognition across a variety of yoga poses and environments. The application aims to assist both yoga practitioners and instructors by delivering precise, accessible pose analysis, supporting self-learning and continuous improvement in practice.
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